Triple

T3515626
Position Surface form Disambiguated ID Type / Status
Subject Gwadar E74299 entity
Predicate connectedBy P37 FINISHED
Object Makran Coastal Highway
Makran Coastal Highway is a major coastal road in Pakistan that links the port city of Gwadar with Karachi along the Arabian Sea, boosting regional trade and tourism.
E365553 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Makran Coastal Highway | Statement: [Gwadar, connectedBy, Makran Coastal Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makran Coastal Highway
Context triple: [Gwadar, connectedBy, Makran Coastal Highway]
  • A. Quetta–Taftan Highway
    The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
  • B. Hazara Motorway
    Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
  • C. Tehran–Mashhad highway
    The Tehran–Mashhad highway is a major Iranian roadway linking the capital Tehran with the northeastern city of Mashhad, serving as a key route for both domestic travel and religious pilgrimage.
  • D. Kabul–Mazar-i-Sharif road
    The Kabul–Mazar-i-Sharif road is a major highway in Afghanistan that connects the capital Kabul with the northern city of Mazar-i-Sharif, traversing the Hindu Kush mountains via the strategic Salang Pass.
  • E. Sultan Qaboos Highway
    Sultan Qaboos Highway is a major arterial roadway in Oman that serves as one of the primary transportation routes through the capital city, Muscat.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Makran Coastal Highway
Triple: [Gwadar, connectedBy, Makran Coastal Highway]
Generated description
Makran Coastal Highway is a major coastal road in Pakistan that links the port city of Gwadar with Karachi along the Arabian Sea, boosting regional trade and tourism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makran Coastal Highway
Target entity description: Makran Coastal Highway is a major coastal road in Pakistan that links the port city of Gwadar with Karachi along the Arabian Sea, boosting regional trade and tourism.
  • A. Quetta–Taftan Highway
    The Quetta–Taftan Highway is a major road in Pakistan that links the provincial capital Quetta to the town of Taftan near the Iranian border, serving as a key route for trade and travel between the two countries.
  • B. Hazara Motorway
    Hazara Motorway is a major controlled-access highway in northern Pakistan that connects key cities in the Hazara region and forms part of the country’s strategic north–south transport corridor.
  • C. Tehran–Mashhad highway
    The Tehran–Mashhad highway is a major Iranian roadway linking the capital Tehran with the northeastern city of Mashhad, serving as a key route for both domestic travel and religious pilgrimage.
  • D. Kabul–Mazar-i-Sharif road
    The Kabul–Mazar-i-Sharif road is a major highway in Afghanistan that connects the capital Kabul with the northern city of Mazar-i-Sharif, traversing the Hindu Kush mountains via the strategic Salang Pass.
  • E. Sultan Qaboos Highway
    Sultan Qaboos Highway is a major arterial roadway in Oman that serves as one of the primary transportation routes through the capital city, Muscat.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad85cfb5c881909c9a2edd9d6043cc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc30362c81908ca7497a6a935cc6 completed March 8, 2026, 6:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69b37e7a5ab08190971c9dfd6550eb2d completed March 13, 2026, 3:03 a.m.
NEDg Description generation batch_69b37ff7b1c8819085b16ea9eb9175eb completed March 13, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3808903e481908d312766e126204f completed March 13, 2026, 3:12 a.m.
Created at: March 8, 2026, 3:19 p.m.